Summarized using AI

Writing a Ruby Testing Framework from Scratch

Dimiter Petrov • June 21, 2017 • Zurich, Switzerland • Talk

In the video "Writing a Ruby Testing Framework from Scratch," Dimiter Petrov presents a live coding session where he develops a simple testing framework in Ruby. The session is structured around the necessity of creating reliable tests for Ruby applications, emphasizing the importance of a systematic approach to test creation.

Key Points Discussed:

  • Introduction to Live Coding: Petrov explains his setup and the importance of live coding for iterative development, highlighting how using Vim allows for quick execution and immediate feedback on the code.
  • Basic Assertion Function: He starts by implementing a fundamental assert function, which validates conditions and raises exceptions when conditions fail, introducing an AssertionFailure error class to handle assertion failures more cleanly.
  • Expanded Assertions: The concept is then expanded to create an assert_equal function that checks if expected values match actual values, making the framework more user-friendly by providing specific failure messages.
  • Group Assertions into Test Cases: To manage multiple assertions more effectively, Petrov suggests grouping them into test cases, subsequently defining test functions that output results to the user, denoting success with dots and failures with 'F'.
  • Implementing Test Suites: He further refines the structure by organizing tests into a class-based system, which enhances isolation between test states and allows better organization of tests.
  • Using Meta Programming: The video covers Ruby's meta programming capabilities to dynamically execute test methods based on naming conventions, allowing for a streamlined testing process.
  • Setup and Teardown Methods: He introduces setup and teardown methods to handle any preparation or cleanup needed before and after running tests, enhancing the framework's usability.
  • Challenges in Test Registration: Petrov discusses potential issues arising from test register and execution structures, particularly with subclasses that may unintentionally form infinite loops.
  • Output and Reporting: The session concludes with notes on efficiently capturing output and reporting results, including the use of string I/O to assess printed messages during testing.
  • Final Thoughts and Advice: Petrov encourages viewers to think critically about both unit and integration tests, advocating for a balance between the two while suggesting that readers explore MiniTest for deeper understanding.

Conclusions:

The development of a Ruby testing framework from scratch not only showcases the technical aspects of coding and testing but also serves as an instructional guide for those looking to create efficient testing solutions. The importance of careful design, usability, and systematic testing practices is emphasized as critical for dependable Ruby applications.

00:00:02.760 right um so hello welcome to my talk uh it's going to be a live coding talk I'm
00:00:08.599 going to try to Live code a testing library in Ruby starting from scratch
00:00:15.360 I've set up Vim to with a shortcut every time I press enter I execute the current
00:00:22.480 file which is a ruby script and we get the output at the
00:00:27.560 bottom um so that we can iterate quickly uh I'm going to leave something like
00:00:34.920 done at the bottom so that we make sure that we have some output that everything is working correctly uh so the first
00:00:42.399 thing the the basis of the basis of of of any testing framework is uh some way
00:00:50.719 to assert something uh so we want an assert
00:00:55.760 function right some something that that can do this well now it's not defined
00:01:01.840 let's define assert
00:01:07.479 oops um wrong number of arguments takes one argument let's call it the condition
00:01:13.040 because yeah okay uh it does nothing um
00:01:18.159 let's try to force the case where it should fail um it doesn't fail either
00:01:25.439 um so this this is interesting how how to to check that it fails
00:01:30.880 um you wrap the thing in a block you rescue
00:01:37.479 an exception so um I'm going to call this setion failure
00:01:44.000 and Define an error class so assertion failure is a standard
00:01:54.119 error um and so we say that by default we
00:02:01.759 haven't raised um if we catch this assertion failure we have
00:02:08.080 raised and we raise unless we we have not raised if if that makes sense
00:02:15.560 um rais nothing raised
00:02:20.640 unless raised and we need to Define this this thing
00:02:26.599 here um right so it says nothing rais because we haven't raised anything by
00:02:31.800 the way uh feel free to interrupt me at at any time if if something is not in clear or slight weird the full on test first
00:02:41.319 approach yeah from scratch it doesn't have to be
00:02:46.440 but you know the smaller iterations the the more confidence we get in theories
00:02:52.760 because if if you're basing other well of course this is not going into production but if you're you're going to
00:03:00.480 to use this for testing other code you need to have absolute reliability and
00:03:07.080 one way is to really manually test and then automate the manual testing of I mean automate the the testing of of the
00:03:14.599 library itself um right so here we'll raise assertion failure unless
00:03:22.519 condition uh and we made it pass so to give another example um
00:03:31.519 yeah no um should be good like if here we
00:03:37.159 say two assertion failure um right and and and now that we have
00:03:44.400 assert uh we can Define assert equal for instance um
00:03:51.920 that's because instead of sorry um instead of
00:03:57.239 having like uh this it's much nicer to
00:04:02.760 to have a specific function that says that well this will fail but let's say
00:04:09.799 start with fals f um it doesn't exist
00:04:14.959 we Define
00:04:20.919 it okay um it takes two arguments the expected value and the
00:04:28.120 actual value and then we implement it in terms of uh
00:04:33.240 assert itself so we say
00:04:40.360 expected right um oops so let's see it
00:04:45.479 fail again to verify that that we are doing everything correctly okay um one thing that's not
00:04:53.840 cool is here we have the generic message uh that you know there's some exception
00:04:59.800 somewhere in the code um so we can we can add that uh we can do this here as a
00:05:07.440 message which by default can be um assertion failed and I'm adding a
00:05:14.639 default because I don't want to specify a message for the for the
00:05:20.080 failure case every time and what we do
00:05:25.160 is you can you can print the me you can have the
00:05:32.479 message to go along with your exception right uh I'm going to rewrite this a
00:05:39.080 bit nicer okay and then we're good and then
00:05:44.600 for this one we can define a message saying something like um
00:05:52.160 expected expected uh but got this one
00:05:59.840 and we pass it in here and yeah expected Fu got bar um
00:06:06.160 something that is not nice is uh it's hard to distinguish between
00:06:11.919 the um you know literal values and uh error text so actually one thing we can
00:06:19.560 do is we can have uh we can have a human
00:06:26.639 representation of values right and now we have with
00:06:37.560 points right um let me quickly check my
00:06:45.919 notes um right and since again we want to see
00:06:52.639 that this fails well we have two cases we have a case that doesn't fail and a
00:06:58.720 case that fails but instead of uh implementing this this thing again this this logic I'm going to extract it in a
00:07:06.240 in a method of itself which I'll call assert to many assert error uh which
00:07:14.599 will take a block and
00:07:22.280 well so what do we do
00:07:28.039 oops uh we yield here meaning that now we can replace
00:07:37.280 this thing by just assert
00:07:45.759 error and here again assert
00:07:52.560 error and we're good all right so far
00:08:01.199 um okay um one thing we have so far is that by default we have no no output we
00:08:08.759 have this done here but we we're especially for those since
00:08:14.319 since the what makes noise is the failure but not the success we have no idea if this
00:08:21.360 test is still executing um so one thing we might want to do is
00:08:30.720 add some add some output but before we get
00:08:36.039 there I want to group The assertions into test cases because maybe you want
00:08:42.000 several assertions pertaining to the same same concept uh so I'm just going to Define functions so U let's call them
00:08:50.320 test assert for now because one tests the assert function okay and test assert e
00:09:01.200 equal oops yeah this this talk has plenty of
00:09:06.279 me um using VI in correct law right so print uh I'll just print a
00:09:14.120 DOT so if we see a DOT it's been
00:09:19.160 executed here it's not being executed because I haven't called them yet so um
00:09:25.720 oops assert test assert equal and test
00:09:30.959 assert okay two dots and we're good yeah cool um this of
00:09:39.279 course is a bit tedious uh the whole point of of the the framework is that it
00:09:44.800 it executes all your test you don't want to uh to write all these Bo boilet plates so what we're going to do is try
00:09:51.399 to to group test in a test suite and there's several methods we can we can do
00:09:57.640 that but the the most straightforward I would say in in Ruby is just to put them in a class because a class is a concept
00:10:04.760 that already exist it's like a a natural part of Ruby everyone knows about it um
00:10:10.839 and you get some nice properties for instance if here since those are now uh
00:10:17.839 functions or methods uh in a class so let's say assertion no um ass
00:10:26.200 tests um since those are in a class um we get some benefits
00:10:36.240 like not sharing State between the test cases um so for instance if here I have
00:10:43.000 uh a um
00:10:48.959 well let me do this first no I have a right but
00:10:54.639 if here I accidentally use a it says it's not there um meaning that
00:11:02.279 if um yeah stuff like if here a is another value or whatever there's no
00:11:08.040 leakage between the tests uh so this is kind of important so anyway we group them in a
00:11:14.240 class and then what we do is we instantiate of course and run them
00:11:31.839 uh we can do something here um there's a way in Ruby to
00:11:39.600 get the methods defined in a class I'll demonstrate this one
00:11:45.680 quickly so let's say I have a class Fu
00:11:51.200 which defines uh me bar and okay so let's let's create a new
00:12:02.360 okay um there's a uh thing called public
00:12:08.920 method it lists all the symbols so all the all the messages that this this F
00:12:14.800 responds to and um since it responds to way too much stuff because uh some of it
00:12:21.440 comes from object or other um so we know it's the whole hierarchy you can get
00:12:27.399 just um the methods defined um in the class itself there's this argument in
00:12:35.160 the docs it's just called all and it says when all is false you get just the
00:12:40.399 methods from the class itself so here we have bar we Define bar we don't get any of the other stuff
00:12:47.720 um right so what we do is um we enumerate
00:12:56.160 those methods and and for um each of them so the suit the
00:13:04.320 suite has tests I would say and we just
00:13:11.839 um send it test um does everyone understand what this
00:13:18.519 does um this is basically say sweet.
00:13:24.040 test but test is uh can be any of those values this is an array of of names and
00:13:31.199 so we use meta programming here to just execute each of
00:13:36.360 them good so far right um but obviously we don't want to be
00:13:43.800 doing this either um so we're going to first
00:13:50.959 Define a a method here no um let's define a a
00:13:58.360 generic class called um test suite and a test Suite will be able to
00:14:05.880 no sorry before doing that maybe we can just extract this in a in a function so
00:14:11.440 we Define a function called run that takes a suite does this um so we just
00:14:19.440 have uh run. s still
00:14:24.800 there um now I want to move this into a a class so I have this test Suite
00:14:33.320 class um okay and we test suite. new. run then
00:14:42.199 we pass our suite of tests which is this other class uh this is a bit cumbersome
00:14:47.600 so we'll do a refactoring to um to not have
00:14:54.160 to um to instantiate the classes that contain the tests
00:14:59.360 I'm just going to move this over here okay um so the first thing we do
00:15:11.000 is we will change um this thing to
00:15:16.880 only run methods that start by test underscore uh we can do this well since
00:15:23.519 this is an array of of um names we can use a regular expression to match
00:15:30.800 everything that starts with test underscore um and we're still we're still good um so the next thing we do is
00:15:42.319 we make this Suite an in a subass of the the suite and we can
00:15:50.800 do this directly no okay but it's a bit awkward to have to to pass itself um um
00:15:59.639 in the method here so we we'll have a step-by-step refactoring
00:16:07.040 um we pass in so good uh here we did
00:16:14.319 oops so now it's it's still still running um next thing
00:16:20.720 is well since nobody is using this argument we just um we just re uh we do
00:16:30.040 this oh right no the next part is we just use self implicitly still going and
00:16:37.560 then we remove the argument all together and we're still
00:16:43.199 good
00:16:48.360 questions um okay and um but so imagine if we had a class of
00:16:57.560 other test which also inherited from this so we
00:17:04.240 have F don't care about this maybe we just want to make sure we're running it so we
00:17:11.319 have so now it's not running and we need to do this again uh
00:17:20.240 run yeah now we have three test runs but this again we we've just transformed from running meth uh different functions
00:17:26.839 to running to inan class and and running methods on them um so we want we would
00:17:34.039 like to have a single entry point uh and this entry point can just be a method a
00:17:39.280 class method on on test Suite called run um and to get there
00:17:46.760 we um we'll use a again
00:17:52.799 some some some Ruby features we can uh keep
00:17:59.440 an array of of sub classes
00:18:07.039 so there's this call back called um
00:18:12.080 inherited so whenever a class inherits from this test Suite um this this
00:18:19.799 inherited um class method got gets called and so what we can do is we can
00:18:26.480 remember um this remember the class and then we
00:18:34.120 Define another method that just um iterates over the registered
00:18:41.360 classes uh each here we need to instantiate because
00:18:51.600 um I mean yeah inan shate because we just have the the class itself we don't have an an object an instance of that
00:18:58.400 class and then we call run and so still good now we have them
00:19:05.600 running twice and we can just get rid of that and we
00:19:13.080 good um any questions
00:19:19.280 here that was a bit fast so okay what what have why don't I don't have to run so um
00:19:29.240 um let's see here I have this right um I have assertion tests inheriting from
00:19:36.919 test suite and when this
00:19:42.880 happens this code get gets executed and so we just keep track of
00:19:48.480 all the sub classes of this one and then we run you know the one
00:19:55.880 method that that um which is this one which just traverses
00:20:01.280 all the classes and executes the run method on these classes so this code is executed on definition time the classes
00:20:07.679 in a sense when you define the class when you run this one is executed when
00:20:12.880 you define yes yeah that's step yeah it's a call back it's a call
00:20:20.159 back mentally kind of weird think of compiling classes right cuz that doesn't exist in other
00:20:27.320 language this way you can at run time Define more classes and the gets added
00:20:32.360 to this thing and go there's inherited
00:20:37.799 and call back and vote whenever a subass of the current class is created can't you just have the subass
00:20:46.280 another maybe I don't know this one is pretty
00:20:51.480 cool I to find some kind of sub classes have public
00:20:56.640 methods yeah super class kind of yeah not sure if you have sub
00:21:04.080 classes you don't need it but but actually you don't have to inherit track
00:21:09.760 yeah yeah I don't know and you have something similar for modules you have um included
00:21:17.080 when when it's included you can execute some code or when it's extended or when a class get extended by
00:21:27.279 module yeah um let me check my notes again if we have some other cool
00:21:34.159 stuff um
00:21:41.520 right okay oh yeah one one thing we get for free is since now we have this
00:21:47.279 structure where here we execute each test we
00:21:52.440 can have a setup and a tear down step um
00:21:57.840 so this is the cure in mini test but in in our spec it's before and after um and
00:22:05.320 right now it will fail because they don't exist so we can just provide defaults um and since all these
00:22:14.360 um since every class containing tests inherits from this super class uh they
00:22:21.080 can just have the default and if they want to do some set setup or tear down they can um override them
00:22:29.919 and and then another thing uh we can do
00:22:35.799 is remove those pesy uh print statements from the from the individual test so um
00:22:44.279 we we'll do a similar thing uh as before we rescue um rescue assertion failure
00:22:53.360 and we print uh an f as in failed
00:22:59.080 and otherwise we just print a DOT so if this fails here get the F
00:23:06.120 instead um okay now we have too many
00:23:12.039 dots so we
00:23:17.600 just this one okay
00:23:24.640 cool right so this is this is the basis um
00:23:30.520 and I have much more to show but but since the actual programming takes a while I suggest I show you the the
00:23:39.720 result kind of um I I wrote a library like this last summer
00:23:46.120 and have the same the same structure in a way
00:24:12.559 to right so we have a test directory which so this tests the actual Library
00:24:18.880 so it's testing itself um and this is n trick here with the auto run um so I
00:24:26.080 don't know if you have if if you use mini test but in mini
00:24:32.159 test so you can have basically a ruby file uh so mini test
00:24:37.640 demo um if you require um mini test auto
00:24:50.880 have thanks and have this um now if I run this it runs the it it's assuming
00:24:59.000 it's a test file and of course I have no test Define in there but um that's
00:25:04.320 that's what it does and this is not that hard to implement um so I have it in a
00:25:11.240 separate file just to have this this one include so if you include the the
00:25:17.279 default Library by default you don't get the auto run um Behavior but with this you do get it um and this requires
00:25:26.559 the the main thing uh and the magic is kind of here so we have this
00:25:33.440 um um this class level variable at Exit
00:25:38.760 registered um and this makees sure makes sure that
00:25:44.000 we only register test for execution once so the magic is all here this exit hook
00:25:51.679 um will be that exit
00:26:02.799 um right so at Exit executes something be before the program
00:26:10.720 closes so what what miniest does in probably rspc and others what what what you do is you register all your tests
00:26:17.559 and you you make sure that all of your production code is required before the tests are and everything like this and
00:26:24.720 then once you access the program you're sure that everything was defined and then you can run the tests and you get the same thing with
00:26:31.520 you know uh registering all the test Suites and like the subass and all this stuff uh so it's pretty neat so um
00:26:44.240 well right so here I just called this this one
00:26:49.279 uh method and it just does add exit run
00:26:54.600 this and run does something else it it pares some some some command line arguments and basically does what I did
00:27:02.080 before but instead of doing test site suite. run at the end of the file I can
00:27:07.760 just require this auto run uh module or well um library and then it does it
00:27:16.159 automatically another interesting thing is um stack traces um in my example
00:27:23.960 before if I Ran So
00:27:29.279 uh let's say this
00:27:34.679 fails so if this oh but now I added the the catch behavior um but the point is
00:27:41.919 if it fails you get the the whole stack phrase and you don't care about the library internals you don't care about
00:27:47.159 the testing Library internals unless you're testing the library itself but us
00:27:52.360 just don't care about that um so what you can do is add a place where you actually output
00:28:00.760 the message you can filter the back trace and uh remove all the lines that
00:28:07.279 are in your library um there's a similar thing that happens in Min
00:28:13.640 test it's a bit more complicated I didn't understand all of the all of the
00:28:19.840 lines there because I don't know there's probably some much cases probably if you use this introduction you you get to see
00:28:25.799 them and why you need to ex exclude more stuff but basically what happens here is that if you get a failure so I'm pretty
00:28:33.679 sure I have some test cases so if
00:28:41.120 um if I have
00:28:50.120 this um now I just get this one line instead of the whole stack Trace
00:28:58.799 uh and as you can see I'm testing the library using itself
00:29:04.039 um so testing assertions uh that's the same kind of stuff I showed
00:29:09.840 before I am doing a thing where I'm testing the
00:29:15.159 output um so we want to see for instance a summary in the end that uh we have run
00:29:21.960 that many assertions and we have that many failures and stuff like this we
00:29:33.640 uh yeah order for instance um so I
00:29:38.840 implemented a thing where you can pass uh command line flag to
00:29:44.120 the uh to the file and you define a seed and then you can reproduce the the test
00:29:50.200 run and I'm making sure that that the the ordering is correct so how do you
00:29:56.799 did the random order you
00:30:03.240 just is it you just Shuffle uh the things
00:30:13.080 and I pass in either a new seed or um or
00:30:18.320 you know you already get the existing seed that you passed in um another interesting thing is I talked
00:30:25.399 about let me let me close this one I talked about how I'm testing well this
00:30:32.360 thing is testing itself right but there's a problem and a problem I didn't realize would occur
00:30:40.600 until I I ran it uh we did this thing where you
00:30:46.200 would um register a subass when you inherit uh from the super class
00:30:53.039 right but my test Suite contains test
00:30:59.080 twet so here I have this defined Suite which is just
00:31:04.639 um uh which is just creating a subass from this thing and and I need to to add
00:31:11.559 this thing and register what happens is that um this is a top level this is a
00:31:18.360 test Suite right that's that's using this but if inside there's a test Suite that's only for test purposes you get
00:31:24.279 into an infinite Loop situation where you're registering and registering and registering and like since you register
00:31:32.240 a thing inside then it runs all the and then yeah and so I had to add this
00:31:38.000 unregister thing which just
00:31:43.519 uh yeah which would just remove the entry so for those temporary Suites that
00:31:49.000 are Anonymous basically we just want to register them once um and register
00:31:56.320 them uh you using The Primitives that are exposed in the internals but we
00:32:01.639 don't want them to be run by this thing so once it's here you
00:32:08.279 know we we have it and it it gets run but this thing doesn't see it as a as a
00:32:14.840 sweet to be it's a bit
00:32:20.760 yeah uh another interesting thing is uh this here with uh string.io so
00:32:33.559 sum report at the end and so on and how do you
00:32:38.639 test conso output well you can
00:32:45.200 have uh this iio object so by default it's standard out and whenever you need
00:32:52.639 to for instance do print or put or whatever you
00:32:58.159 use this iio object
00:33:12.279 and well it doesn't matter so also
00:33:17.760 rues uh it's s i right but I believe that so it implements all the same
00:33:24.360 things that that um like the standard output or or files uh Implement so you
00:33:31.960 can just use this pass this in in the tests um and then make assertions on it
00:33:40.919 so for instance here I'm asserting that um so first I can I convert the the
00:33:48.000 output to to string because this this output is a string string I object
00:34:00.080 right Returns the underlying string object and then I run the assertion on
00:34:05.919 it and here I'm using the assertion that I wrote myself um it also gets tricky here what
00:34:13.919 what what you do is um since I'm I'm testing the output like exactly what
00:34:19.480 what I show in the end the report and how many test run and so on at first I can just count them and then run the
00:34:28.159 test that that actually asserts that those um things are accounted for and
00:34:34.760 then as I add new tests I can okay so I have this output from my own test Suite
00:34:40.800 uh so that means it's fine and then I've tested the basics of you know assertions and so on so that's fine and then you
00:34:47.440 build upon it uh and
00:34:54.480 it's super fast because I mean first of all I'm not
00:35:02.119 requiring anything uh external and then yeah so I can reproduce this this
00:35:09.119 one um yeah
00:35:14.440 so yeah that's about it i' I've skipped for instance one thing I skipped is um
00:35:20.960 well test Devils you can just do yourselves um stubs you can do yourself
00:35:26.920 kind of uh like one manual way of of doing stabs
00:35:33.119 is if you want to stop an instance so you have your object which is object new
00:35:41.440 you can Define the method on this object right to to have something and this is a
00:35:47.000 St um Mo I don't know how to well I
00:35:52.480 haven't thought about how to implement them but um yeah not not that that
00:35:57.839 complicated in a in a simple case and then depending on what your needs are
00:36:03.119 can get vary here but we Mo you need to pay attention to verify that the the the function was
00:36:09.960 called so there's some meta programming there um
00:36:17.200 right that's it for me may have questions
00:36:28.599 do you care about the exit code like when a test fails you um return it back
00:36:43.079 uh do you know how it's Dollar
00:36:49.079 Question yeah so but it was zero so here
00:36:55.920 it's okay and and if we make something
00:37:09.240 fail no okay so that's a that's a
00:37:17.040 two how big is the risk that you break the part in your testing Library which
00:37:23.920 identifies failures and then you wouldn't see that fact
00:37:32.520 anymore because you're blind to failures now and so it
00:37:37.640 coulded I would say um this you can track historically so if let let's say I
00:37:43.839 was use I wanted to use this I would have it on continuous integration and I
00:37:50.640 would have I would run each thing right and so for instance in the last run I
00:38:06.319 if if for some reason the thing that fails doesn't report
00:38:11.520 anymore it probably means that that it doesn't get output right there's no F if
00:38:17.480 if something fails or since no since the test that the test that that the output
00:38:23.480 is correct is is still there and I haven't modified it if the function it fails well
00:38:29.760 either I see the failure or the output
00:38:35.000 is not there anymore and then sudden H last time I had 35 tests why do I only
00:38:40.400 have 20 tests this time I I for me this is one way but I haven't thought about
00:38:47.839 it in more detail it's kind of
00:38:54.800 mind um by the way I do recommend a reading mini test if you ever want to
00:39:02.240 it's about a 1,500 lines I think but uh
00:39:08.240 with all of the all of its things so miniest has spec uh syntax and all of
00:39:14.400 the other stuff but the basics are very very small as well and this one
00:39:27.520 yeah it's just 60 lines of code and yeah and then
00:39:33.839 some test code so it's not that hard to implement you so I would never use this in
00:39:39.280 production but uh I kind of did it to prove myself that it's not not that hard
00:39:45.160 and also it it was
00:39:54.800 fun you have an opinion on this whole think about using more integration tests
00:40:00.560 versus using more unit tests um this
00:40:05.599 thing is definitely made more for well actually I don't
00:40:16.800 know uh but to answer your question it depends on what you're
00:40:22.720 testing I think um
00:40:29.119 here in the thing in the library itself I wanted to do integration tests
00:40:36.319 for the output but it was a bit hard I saw how
00:40:41.359 miniest does it what they do is since you can have different failure messages
00:40:47.000 or different file names what they do is they capture the output same way with string. string
00:40:53.119 iio and then they change some characters and make
00:40:58.359 them X's or something and then you really get
00:41:04.640 the whole outputs without caring about any of the internals and then in the test itself there's a temp there's a
00:41:10.800 string that says this must look like this and this is integration testing for me because you know uh you don't have to
00:41:19.599 do any of this um thing I do here with setting up you
00:41:26.160 know the reports and and so on like this is this is too much too close
00:41:34.240 to the internals I I would like to test this but if I was writing another kind
00:41:40.359 of reporter then maybe I would unit test this this thing
00:41:48.240 itself I I do both I I think it's important to do both um in larger
00:41:53.880 projects I tend to only do integration tests for important parts because
00:42:00.280 integration tests tend to Break
00:42:05.319 um for unrelated reasons and so if you have too many of
00:42:10.520 them then you're trying to fix your test all the time um I I think it's the metaphor
00:42:17.880 there is the the pyramid so base layer of lots of unit tests and
00:42:23.160 then um as you go up in abstraction in in the test um um you get fewer and
00:42:36.800 fewer
00:42:42.280 cool so thanks
00:42:47.880 again so as long
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